Pandas Profiling Report for Online Video Dataset

Dataset statistics

Number of variables	22
Number of observations	68784
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.4 MiB
Average record size in memory	341.6 B

Variable types

Categorical	5
Numeric	17

Warnings

`b_size` has constant value "0"	Constant
`id` has a high cardinality: 1099 distinct values	High cardinality
`width` is highly correlated with `height`	High correlation
`height` is highly correlated with `width`	High correlation
`p` is highly correlated with `frames`	High correlation
`frames` is highly correlated with `p`	High correlation
`p_size` is highly correlated with `size`	High correlation
`size` is highly correlated with `p_size`	High correlation
`o_width` is highly correlated with `o_height`	High correlation
`o_height` is highly correlated with `o_width`	High correlation
`o_codec` is highly correlated with `b_size`	High correlation
`o_framerate` is highly correlated with `b_size`	High correlation
`b_size` is highly correlated with `o_codec` and 2 other fields	High correlation
`codec` is highly correlated with `b_size`	High correlation
`b` is highly skewed (γ1 = 28.04883379)	Skewed
`o_framerate` is uniformly distributed	Uniform
`b` has 67925 (98.8%) zeros	Zeros

Reproduction

Analysis started	2021-03-04 06:35:19.341768
Analysis finished	2021-03-04 06:36:13.131552
Duration	53.79 seconds
Software version	pandas-profiling v2.11.0
Download configuration	config.yaml

id
Categorical

HIGH CARDINALITY

Distinct	1099
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	4.5 MiB

4Fob-eSnrb8	841
1LXH-OibJYQ	841
1Vq6-f1kYeM	841
15fr-zSdCqg	841
3o_2-igmsyo	841
Other values (1094)	64579

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	756624
Distinct characters	64
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1018 ?
Unique (%)	1.5%

Sample

1st row	04t6-jw9czg
2nd row	04t6-jw9czg
3rd row	04t6-jw9czg
4th row	04t6-jw9czg
5th row	04t6-jw9czg

Value	Count	Frequency (%)
4Fob-eSnrb8	841	1.2%
1LXH-OibJYQ	841	1.2%
1Vq6-f1kYeM	841	1.2%
15fr-zSdCqg	841	1.2%
3o_2-igmsyo	841	1.2%
28BV-NZV3C8	841	1.2%
1YDt-FkeZ4E	841	1.2%
0OUmDeBapbQ	841	1.2%
4keb-__zqyQ	841	1.2%
1tos-YhVzA4	841	1.2%
Other values (1089)	60374	87.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
1y-y-rhcxrq	841	1.2%
1ydt-fkez4e	841	1.2%
0icm-cu4_ae	841	1.2%
28bv-nzv3c8	841	1.2%
1kxw-xa6qkq	841	1.2%
3ayz-pca1ai	841	1.2%
3n6c-updnas	841	1.2%
3_ff9rtycq0	841	1.2%
22ue-ouubh8	841	1.2%
1s9d-jtkyuw	841	1.2%
Other values (1089)	60374	87.8%

Most occurring characters

Value	Count	Frequency (%)
-	73896	9.8%
0	23744	3.1%
3	23670	3.1%
2	22818	3.0%
1	21991	2.9%
Y	20373	2.7%
A	17881	2.4%
4	17494	2.3%
c	15837	2.1%
I	15382	2.0%
Other values (54)	503538	66.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	278440	36.8%
Lowercase Letter	244056	32.3%
Decimal Number	152535	20.2%
Dash Punctuation	73896	9.8%
Connector Punctuation	7697	1.0%

Most frequent character per category

Value	Count	Frequency (%)
c	15837	6.5%
k	14508	5.9%
s	13687	5.6%
e	11923	4.9%
z	11922	4.9%
b	11908	4.9%
o	11125	4.6%
a	11097	4.5%
y	10719	4.4%
g	10324	4.2%
Other values (16)	121006	49.6%

Value	Count	Frequency (%)
Y	20373	7.3%
A	17881	6.4%
I	15382	5.5%
T	15264	5.5%
Q	14619	5.3%
U	13674	4.9%
E	12822	4.6%
J	11908	4.3%
D	11557	4.2%
W	10725	3.9%
Other values (16)	134235	48.2%

Value	Count	Frequency (%)
0	23744	15.6%
3	23670	15.5%
2	22818	15.0%
1	21991	14.4%
4	17494	11.5%
6	13592	8.9%
8	11134	7.3%
5	7705	5.1%
9	6050	4.0%
7	4337	2.8%

Value	Count	Frequency (%)
-	73896	100.0%

Value	Count	Frequency (%)
_	7697	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	522496	69.1%
Common	234128	30.9%

Most frequent character per script

Value	Count	Frequency (%)
Y	20373	3.9%
A	17881	3.4%
c	15837	3.0%
I	15382	2.9%
T	15264	2.9%
Q	14619	2.8%
k	14508	2.8%
s	13687	2.6%
U	13674	2.6%
E	12822	2.5%
Other values (42)	368449	70.5%

Value	Count	Frequency (%)
-	73896	31.6%
0	23744	10.1%
3	23670	10.1%
2	22818	9.7%
1	21991	9.4%
4	17494	7.5%
6	13592	5.8%
8	11134	4.8%
5	7705	3.3%
_	7697	3.3%
Other values (2)	10387	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	756624	100.0%

Most frequent character per block

Value	Count	Frequency (%)
-	73896	9.8%
0	23744	3.1%
3	23670	3.1%
2	22818	3.0%
1	21991	2.9%
Y	20373	2.7%
A	17881	2.4%
4	17494	2.3%
c	15837	2.1%
I	15382	2.0%
Other values (54)	503538	66.6%

duration
Real number (ℝ_≥0)

Distinct	1086
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	286.4139214
Minimum	31.08
Maximum	25844.086
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	31.08
5-th percentile	42.2
Q1	106.765
median	239.14166
Q3	379.32
95-th percentile	750.433
Maximum	25844.086
Range	25813.006
Interquartile range (IQR)	272.555

Descriptive statistics

Standard deviation	287.25765
Coefficient of variation (CV)	1.002945837
Kurtosis	921.6556529
Mean	286.4139214
Median Absolute Deviation (MAD)	140.17834
Skewness	12.67999923
Sum	19700695.17
Variance	82516.95747
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
714.371	841	1.2%
1768.9417	841	1.2%
106.765	841	1.2%
37.011665	841	1.2%
452.689	841	1.2%
167.39166	841	1.2%
222.53334	841	1.2%
43.827	841	1.2%
177.33333	841	1.2%
326.58832	841	1.2%
Other values (1076)	60374	87.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
31.08	1	< 0.1%
31.115	1	< 0.1%
31.133	1	< 0.1%
31.206667	2	< 0.1%
31.346666	1	< 0.1%
31.582	1	< 0.1%
31.775	1	< 0.1%
31.832998	1	< 0.1%
32.267	1	< 0.1%
32.367	1	< 0.1%

Value	Count	Frequency (%)
25844.086	1	< 0.1%
5881.242	1	< 0.1%
3628.7683	1	< 0.1%
3242.6667	1	< 0.1%
3115.303	1	< 0.1%
2789.277	1	< 0.1%
2783.133	1	< 0.1%
2709.833	1	< 0.1%
2704.535	1	< 0.1%
2554.44	1	< 0.1%

codec
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.0 MiB

h264	31545
vp8	18387
mpeg4	12012
flv	6840

Length

Max length	5
Median length	4
Mean length	3.807876832
Min length	3

Characters and Unicode

Total characters	261921
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	mpeg4
2nd row	mpeg4
3rd row	mpeg4
4th row	mpeg4
5th row	mpeg4

Value	Count	Frequency (%)
h264	31545	45.9%
vp8	18387	26.7%
mpeg4	12012	17.5%
flv	6840	9.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
h264	31545	45.9%
vp8	18387	26.7%
mpeg4	12012	17.5%
flv	6840	9.9%

Most occurring characters

Value	Count	Frequency (%)
4	43557	16.6%
h	31545	12.0%
2	31545	12.0%
6	31545	12.0%
p	30399	11.6%
v	25227	9.6%
8	18387	7.0%
m	12012	4.6%
e	12012	4.6%
g	12012	4.6%
Other values (2)	13680	5.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	136887	52.3%
Decimal Number	125034	47.7%

Most frequent character per category

Value	Count	Frequency (%)
h	31545	23.0%
p	30399	22.2%
v	25227	18.4%
m	12012	8.8%
e	12012	8.8%
g	12012	8.8%
f	6840	5.0%
l	6840	5.0%

Value	Count	Frequency (%)
4	43557	34.8%
2	31545	25.2%
6	31545	25.2%
8	18387	14.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	136887	52.3%
Common	125034	47.7%

Most frequent character per script

Value	Count	Frequency (%)
h	31545	23.0%
p	30399	22.2%
v	25227	18.4%
m	12012	8.8%
e	12012	8.8%
g	12012	8.8%
f	6840	5.0%
l	6840	5.0%

Value	Count	Frequency (%)
4	43557	34.8%
2	31545	25.2%
6	31545	25.2%
8	18387	14.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	261921	100.0%

Most frequent character per block

Value	Count	Frequency (%)
4	43557	16.6%
h	31545	12.0%
2	31545	12.0%
6	31545	12.0%
p	30399	11.6%
v	25227	9.6%
8	18387	7.0%
m	12012	4.6%
e	12012	4.6%
g	12012	4.6%
Other values (2)	13680	5.2%

width
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	624.9341707
Minimum	176
Maximum	1920
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	176
5-th percentile	176
Q1	320
median	480
Q3	640
95-th percentile	1280
Maximum	1920
Range	1744
Interquartile range (IQR)	320

Descriptive statistics

Standard deviation	463.169069
Coefficient of variation (CV)	0.7411485732
Kurtosis	0.8991506193
Mean	624.9341707
Median Absolute Deviation (MAD)	160
Skewness	1.336629494
Sum	42985472
Variance	214525.5865
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
480	17916	26.0%
320	13649	19.8%
176	12012	17.5%
1280	11569	16.8%
640	10226	14.9%
1920	3412	5.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
176	12012	17.5%
320	13649	19.8%
480	17916	26.0%
640	10226	14.9%
1280	11569	16.8%
1920	3412	5.0%

Value	Count	Frequency (%)
1920	3412	5.0%
1280	11569	16.8%
640	10226	14.9%
480	17916	26.0%
320	13649	19.8%
176	12012	17.5%

height
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	412.5722261
Minimum	144
Maximum	1080
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	144
5-th percentile	144
Q1	240
median	360
Q3	480
95-th percentile	720
Maximum	1080
Range	936
Interquartile range (IQR)	240

Descriptive statistics

Standard deviation	240.6154718
Coefficient of variation (CV)	0.5832081186
Kurtosis	0.7101434916
Mean	412.5722261
Median Absolute Deviation (MAD)	120
Skewness	1.094027481
Sum	28378368
Variance	57895.80526
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
360	17916	26.0%
240	13649	19.8%
144	12012	17.5%
720	11569	16.8%
480	10226	14.9%
1080	3412	5.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
144	12012	17.5%
240	13649	19.8%
360	17916	26.0%
480	10226	14.9%
720	11569	16.8%
1080	3412	5.0%

Value	Count	Frequency (%)
1080	3412	5.0%
720	11569	16.8%
480	10226	14.9%
360	17916	26.0%
240	13649	19.8%
144	12012	17.5%

bitrate
Real number (ℝ_≥0)

Distinct	1095
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	693701.5
Minimum	8384
Maximum	7628466
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	8384
5-th percentile	52783
Q1	134334
median	291150
Q3	652967
95-th percentile	2759449
Maximum	7628466
Range	7620082
Interquartile range (IQR)	518633

Descriptive statistics

Standard deviation	1095627.555
Coefficient of variation (CV)	1.579393377
Kurtosis	11.45931628
Mean	693701.5
Median Absolute Deviation (MAD)	233585
Skewness	3.203007293
Sum	4.771556398 × 10¹⁰
Variance	1.200399739 × 10¹²
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51082	841	1.2%
849586	841	1.2%
56152	841	1.2%
29096	841	1.2%
95903	841	1.2%
5992818	841	1.2%
559834	841	1.2%
538452	841	1.2%
794075	841	1.2%
297373	841	1.2%
Other values (1085)	60374	87.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8384	1	< 0.1%
11019	1	< 0.1%
24251	1	< 0.1%
26968	841	1.2%
27344	1	< 0.1%
27656	1	< 0.1%
28083	1	< 0.1%
29096	841	1.2%
31337	1	< 0.1%
35237	1	< 0.1%

Value	Count	Frequency (%)
7628466	1	< 0.1%
6211471	1	< 0.1%
6053194	1	< 0.1%
6010942	1	< 0.1%
6000101	1	< 0.1%
5999648	841	1.2%
5999436	1	< 0.1%
5992818	841	1.2%
5930000	1	< 0.1%
5898384	1	< 0.1%

framerate
Real number (ℝ_≥0)

Distinct	261
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	23.24132053
Minimum	5.7057524
Maximum	48
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	5.7057524
5-th percentile	12
Q1	15
median	25.02174
Q3	29
95-th percentile	30.05252
Maximum	48
Range	42.2942476
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	7.224847956
Coefficient of variation (CV)	0.3108621968
Kurtosis	-0.7880005723
Mean	23.24132053
Median Absolute Deviation (MAD)	3.97826
Skewness	-0.8391563359
Sum	1598630.991
Variance	52.19842798
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29	12840	18.7%
12	11167	16.2%
25	11052	16.1%
30	6015	8.7%
15	2551	3.7%
23	2530	3.7%
24	858	1.2%
7	845	1.2%
13	843	1.2%
16	842	1.2%
Other values (251)	19241	28.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.7057524	841	1.2%
6	4	< 0.1%
6.0012374	1	< 0.1%
6.013889	1	< 0.1%
6.0704226	1	< 0.1%
6.1649485	1	< 0.1%
7	845	1.2%
8	1	< 0.1%
10	6	< 0.1%
10.028112	1	< 0.1%

Value	Count	Frequency (%)
48	1	< 0.1%
39	1	< 0.1%
35	1	< 0.1%
30.8125	1	< 0.1%
30.636364	1	< 0.1%
30.534883	1	< 0.1%
30.5	1	< 0.1%
30.461538	1	< 0.1%
30.439394	1	< 0.1%
30.40625	1	< 0.1%

i
Real number (ℝ_≥0)

Distinct	306
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	100.8683124
Minimum	7
Maximum	5170
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	7
5-th percentile	15
Q1	39
median	80
Q3	138
95-th percentile	256
Maximum	5170
Range	5163
Interquartile range (IQR)	99

Descriptive statistics

Standard deviation	84.76479079
Coefficient of variation (CV)	0.8403510357
Kurtosis	224.6402734
Mean	100.8683124
Median Absolute Deviation (MAD)	43
Skewness	5.64781843
Sum	6938126
Variance	7185.069758
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37	2538	3.7%
23	1695	2.5%
51	1694	2.5%
15	1691	2.5%
53	1688	2.5%
112	1688	2.5%
110	1685	2.4%
77	1684	2.4%
87	1684	2.4%
113	1684	2.4%
Other values (296)	51053	74.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	10	< 0.1%
8	10	< 0.1%
9	13	< 0.1%
10	849	1.2%
11	9	< 0.1%
12	6	< 0.1%
13	847	1.2%
14	845	1.2%
15	1691	2.5%
16	845	1.2%

Value	Count	Frequency (%)
5170	1	< 0.1%
3139	1	< 0.1%
1988	1	< 0.1%
1946	1	< 0.1%
1608	1	< 0.1%
1526	1	< 0.1%
1445	1	< 0.1%
1444	1	< 0.1%
1401	1	< 0.1%
1373	1	< 0.1%

p
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1042
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6531.69221
Minimum	175
Maximum	304959
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	175
5-th percentile	870.9
Q1	2374
median	5515
Q3	9155
95-th percentile	17128
Maximum	304959
Range	304784
Interquartile range (IQR)	6781

Descriptive statistics

Standard deviation	6075.871744
Coefficient of variation (CV)	0.9302140315
Kurtosis	99.3937665
Mean	6531.69221
Median Absolute Deviation (MAD)	3424
Skewness	3.958072832
Sum	449275917
Variance	36916217.45
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6457	842	1.2%
3271	842	1.2%
7541	842	1.2%
4646	842	1.2%
6726	842	1.2%
7366	841	1.2%
2374	841	1.2%
1144	841	1.2%
3257	841	1.2%
10924	841	1.2%
Other values (1032)	60369	87.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
175	1	< 0.1%
248	1	< 0.1%
274	1	< 0.1%
326	1	< 0.1%
334	841	1.2%
342	1	< 0.1%
343	1	< 0.1%
351	2	< 0.1%
366	1	< 0.1%
367	2	< 0.1%

Value	Count	Frequency (%)
304959	1	< 0.1%
173123	1	< 0.1%
91758	1	< 0.1%
82736	1	< 0.1%
81969	1	< 0.1%
79851	1	< 0.1%
79612	1	< 0.1%
67810	1	< 0.1%
62489	1	< 0.1%
53395	1	< 0.1%

b
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	20
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.147854152
Minimum	0
Maximum	9407
Zeros	67925
Zeros (%)	98.8%
Memory size	537.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	9407
Range	9407
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	92.51617705
Coefficient of variation (CV)	10.11342939
Kurtosis	2060.539711
Mean	9.147854152
Median Absolute Deviation (MAD)	0
Skewness	28.04883379
Sum	629226
Variance	8559.243015
Monotocity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	67925	98.8%
704	841	1.2%
9407	1	< 0.1%
2626	1	< 0.1%
1539	1	< 0.1%
6	1	< 0.1%
1996	1	< 0.1%
6806	1	< 0.1%
674	1	< 0.1%
1251	1	< 0.1%
Other values (10)	10	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	67925	98.8%
6	1	< 0.1%
42	1	< 0.1%
184	1	< 0.1%
316	1	< 0.1%
626	1	< 0.1%
674	1	< 0.1%
704	841	1.2%
891	1	< 0.1%
1007	1	< 0.1%

Value	Count	Frequency (%)
9407	1	< 0.1%
6806	1	< 0.1%
3385	1	< 0.1%
2626	1	< 0.1%
2416	1	< 0.1%
2025	1	< 0.1%
1996	1	< 0.1%
1965	1	< 0.1%
1539	1	< 0.1%
1251	1	< 0.1%

frames
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1044
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6641.708377
Minimum	192
Maximum	310129
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	192
5-th percentile	894
Q1	2417
median	5628
Q3	9232
95-th percentile	17438
Maximum	310129
Range	309937
Interquartile range (IQR)	6815

Descriptive statistics

Standard deviation	6153.342453
Coefficient of variation (CV)	0.9264698333
Kurtosis	100.9157284
Mean	6641.708377
Median Absolute Deviation (MAD)	3500
Skewness	3.966427912
Sum	456843269
Variance	37863623.34
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2862	842	1.2%
1318	842	1.2%
1184	842	1.2%
2318	842	1.2%
1050	842	1.2%
1716	842	1.2%
7636	841	1.2%
12266	841	1.2%
2417	841	1.2%
6843	841	1.2%
Other values (1034)	60368	87.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
192	1	< 0.1%
266	1	< 0.1%
301	1	< 0.1%
344	841	1.2%
351	1	< 0.1%
354	1	< 0.1%
361	1	< 0.1%
364	1	< 0.1%
373	1	< 0.1%
374	1	< 0.1%

Value	Count	Frequency (%)
310129	1	< 0.1%
176262	1	< 0.1%
93366	1	< 0.1%
83678	1	< 0.1%
83495	1	< 0.1%
81296	1	< 0.1%
81056	1	< 0.1%
69038	1	< 0.1%
63862	1	< 0.1%
54366	1	< 0.1%

i_size
Real number (ℝ_≥0)

Distinct	1099
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2838986.702
Minimum	11648
Maximum	90828552
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	11648
5-th percentile	48267
Q1	393395
median	945865
Q3	3392479
95-th percentile	12989828
Maximum	90828552
Range	90816904
Interquartile range (IQR)	2999084

Descriptive statistics

Standard deviation	4325136.594
Coefficient of variation (CV)	1.52347899
Kurtosis	15.27907687
Mean	2838986.702
Median Absolute Deviation (MAD)	834015
Skewness	2.833497796
Sum	1.952768613 × 10¹¹
Variance	1.870680656 × 10¹³
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
182297	841	1.2%
33046	841	1.2%
1382103	841	1.2%
47521	841	1.2%
5611970	841	1.2%
47585	841	1.2%
9132637	841	1.2%
671936	841	1.2%
2444863	841	1.2%
1451634	841	1.2%
Other values (1089)	60374	87.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11648	1	< 0.1%
11896	1	< 0.1%
13763	1	< 0.1%
13767	1	< 0.1%
14067	1	< 0.1%
14094	1	< 0.1%
14111	1	< 0.1%
14380	1	< 0.1%
15683	1	< 0.1%
17100	1	< 0.1%

Value	Count	Frequency (%)
90828552	1	< 0.1%
90088679	1	< 0.1%
81895474	1	< 0.1%
80481533	1	< 0.1%
61961970	1	< 0.1%
61829641	1	< 0.1%
61665678	1	< 0.1%
56817726	1	< 0.1%
52581797	1	< 0.1%
47571616	1	< 0.1%

p_size
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1099
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	22180569.3
Minimum	33845
Maximum	768996980
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	33845
5-th percentile	448322
Q1	1851539
median	6166260
Q3	15155062
95-th percentile	79210885
Maximum	768996980
Range	768963135
Interquartile range (IQR)	13303523

Descriptive statistics

Standard deviation	50973061.32
Coefficient of variation (CV)	2.298095267
Kurtosis	21.26095612
Mean	22180569.3
Median Absolute Deviation (MAD)	4932842
Skewness	4.404562767
Sum	1.525668279 × 10¹²
Variance	2.598252981 × 10¹⁵
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2066350	841	1.2%
6254165	841	1.2%
14806840	841	1.2%
5760936	841	1.2%
856907	841	1.2%
448322	841	1.2%
47579961	841	1.2%
6660941	841	1.2%
11352574	841	1.2%
778937	841	1.2%
Other values (1089)	60374	87.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
33845	1	< 0.1%
36411	1	< 0.1%
55297	1	< 0.1%
69771	1	< 0.1%
88775	1	< 0.1%
95740	1	< 0.1%
100951	1	< 0.1%
106537	1	< 0.1%
113680	1	< 0.1%
137138	1	< 0.1%

Value	Count	Frequency (%)
768996980	1	< 0.1%
717719011	1	< 0.1%
560515266	1	< 0.1%
548595231	1	< 0.1%
488621406	1	< 0.1%
467998451	1	< 0.1%
447830154	1	< 0.1%
439069923	1	< 0.1%
429935671	1	< 0.1%
408906959	1	< 0.1%

b_size
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.8 MiB

0	68784

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68784
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	68784	100.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	68784	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	68784	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68784	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	68784	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	68784	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	68784	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68784	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	68784	100.0%

size
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1099
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	25022942.37
Minimum	191879
Maximum	806711069
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	191879
5-th percentile	596349
Q1	2258222
median	7881069
Q3	19773349
95-th percentile	82698405
Maximum	806711069
Range	806519190
Interquartile range (IQR)	17515127

Descriptive statistics

Standard deviation	54144015.39
Coefficient of variation (CV)	2.163774931
Kurtosis	20.83196075
Mean	25022942.37
Median Absolute Deviation (MAD)	6358145
Skewness	4.344797622
Sum	1.721178068 × 10¹²
Variance	2.931574403 × 10¹⁵
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
334032	841	1.2%
3773200	841	1.2%
19773349	841	1.2%
5470732	841	1.2%
8627672	841	1.2%
798230	841	1.2%
9697521	841	1.2%
10941484	841	1.2%
56821235	841	1.2%
7447655	841	1.2%
Other values (1089)	60374	87.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
191879	1	< 0.1%
206002	1	< 0.1%
211710	1	< 0.1%
213220	1	< 0.1%
215216	1	< 0.1%
216898	1	< 0.1%
228974	1	< 0.1%
229904	1	< 0.1%
233289	1	< 0.1%
236009	1	< 0.1%

Value	Count	Frequency (%)
806711069	1	< 0.1%
770300808	1	< 0.1%
588412400	1	< 0.1%
586245761	1	< 0.1%
514631692	1	< 0.1%
492513794	1	< 0.1%
483896816	1	< 0.1%
475395013	1	< 0.1%
466217205	1	< 0.1%
445148812	1	< 0.1%

o_codec
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.0 MiB

mpeg4	17291
vp8	17277
flv	17135
h264	17081

Length

Max length	5
Median length	3
Mean length	3.75109037
Min length	3

Characters and Unicode

Total characters	258015
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	mpeg4
2nd row	mpeg4
3rd row	mpeg4
4th row	mpeg4
5th row	mpeg4

Value	Count	Frequency (%)
mpeg4	17291	25.1%
vp8	17277	25.1%
flv	17135	24.9%
h264	17081	24.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
mpeg4	17291	25.1%
vp8	17277	25.1%
flv	17135	24.9%
h264	17081	24.8%

Most occurring characters

Value	Count	Frequency (%)
p	34568	13.4%
v	34412	13.3%
4	34372	13.3%
m	17291	6.7%
e	17291	6.7%
g	17291	6.7%
8	17277	6.7%
f	17135	6.6%
l	17135	6.6%
h	17081	6.6%
Other values (2)	34162	13.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	172204	66.7%
Decimal Number	85811	33.3%

Most frequent character per category

Value	Count	Frequency (%)
p	34568	20.1%
v	34412	20.0%
m	17291	10.0%
e	17291	10.0%
g	17291	10.0%
f	17135	10.0%
l	17135	10.0%
h	17081	9.9%

Value	Count	Frequency (%)
4	34372	40.1%
8	17277	20.1%
2	17081	19.9%
6	17081	19.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	172204	66.7%
Common	85811	33.3%

Most frequent character per script

Value	Count	Frequency (%)
p	34568	20.1%
v	34412	20.0%
m	17291	10.0%
e	17291	10.0%
g	17291	10.0%
f	17135	10.0%
l	17135	10.0%
h	17081	9.9%

Value	Count	Frequency (%)
4	34372	40.1%
8	17277	20.1%
2	17081	19.9%
6	17081	19.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	258015	100.0%

Most frequent character per block

Value	Count	Frequency (%)
p	34568	13.4%
v	34412	13.3%
4	34372	13.3%
m	17291	6.7%
e	17291	6.7%
g	17291	6.7%
8	17277	6.7%
f	17135	6.6%
l	17135	6.6%
h	17081	6.6%
Other values (2)	34162	13.2%

o_bitrate
Real number (ℝ_≥0)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1395035.953
Minimum	56000
Maximum	5000000
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	56000
5-th percentile	56000
Q1	109000
median	539000
Q3	3000000
95-th percentile	5000000
Maximum	5000000
Range	4944000
Interquartile range (IQR)	2891000

Descriptive statistics

Standard deviation	1749351.506
Coefficient of variation (CV)	1.253983098
Kurtosis	-0.1935935618
Mean	1395035.953
Median Absolute Deviation (MAD)	430000
Skewness	1.177295744
Sum	9.5956153 × 10¹⁰
Variance	3.060230692 × 10¹²
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
56000	9855	14.3%
109000	9835	14.3%
5000000	9830	14.3%
3000000	9827	14.3%
539000	9824	14.3%
242000	9821	14.3%
820000	9792	14.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
56000	9855	14.3%
109000	9835	14.3%
242000	9821	14.3%
539000	9824	14.3%
820000	9792	14.2%
3000000	9827	14.3%
5000000	9830	14.3%

Value	Count	Frequency (%)
5000000	9830	14.3%
3000000	9827	14.3%
820000	9792	14.2%
539000	9824	14.3%
242000	9821	14.3%
109000	9835	14.3%
56000	9855	14.3%

o_framerate
Categorical

HIGH CORRELATION
UNIFORM

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.0 MiB

15.0	13772
12.0	13764
29.97	13759
25.0	13751
24.0	13738

Length

Max length	5
Median length	4
Mean length	4.200031984
Min length	4

Characters and Unicode

Total characters	288895
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	12.0
2nd row	12.0
3rd row	12.0
4th row	12.0
5th row	12.0

Value	Count	Frequency (%)
15.0	13772	20.0%
12.0	13764	20.0%
29.97	13759	20.0%
25.0	13751	20.0%
24.0	13738	20.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
15.0	13772	20.0%
12.0	13764	20.0%
29.97	13759	20.0%
25.0	13751	20.0%
24.0	13738	20.0%

Most occurring characters

Value	Count	Frequency (%)
.	68784	23.8%
0	55025	19.0%
2	55012	19.0%
1	27536	9.5%
5	27523	9.5%
9	27518	9.5%
7	13759	4.8%
4	13738	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	220111	76.2%
Other Punctuation	68784	23.8%

Most frequent character per category

Value	Count	Frequency (%)
0	55025	25.0%
2	55012	25.0%
1	27536	12.5%
5	27523	12.5%
9	27518	12.5%
7	13759	6.3%
4	13738	6.2%

Value	Count	Frequency (%)
.	68784	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	288895	100.0%

Most frequent character per script

Value	Count	Frequency (%)
.	68784	23.8%
0	55025	19.0%
2	55012	19.0%
1	27536	9.5%
5	27523	9.5%
9	27518	9.5%
7	13759	4.8%
4	13738	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	288895	100.0%

Most frequent character per block

Value	Count	Frequency (%)
.	68784	23.8%
0	55025	19.0%
2	55012	19.0%
1	27536	9.5%
5	27523	9.5%
9	27518	9.5%
7	13759	4.8%
4	13738	4.8%

o_width
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	802.3363573
Minimum	176
Maximum	1920
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	176
5-th percentile	176
Q1	320
median	480
Q3	1280
95-th percentile	1920
Maximum	1920
Range	1744
Interquartile range (IQR)	960

Descriptive statistics

Standard deviation	609.959797
Coefficient of variation (CV)	0.7602295364
Kurtosis	-0.7947632439
Mean	802.3363573
Median Absolute Deviation (MAD)	160
Skewness	0.8140700438
Sum	55187904
Variance	372050.9539
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
176	11474	16.7%
320	11473	16.7%
480	11467	16.7%
640	11460	16.7%
1920	11459	16.7%
1280	11451	16.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
176	11474	16.7%
320	11473	16.7%
480	11467	16.7%
640	11460	16.7%
1280	11451	16.6%
1920	11459	16.7%

Value	Count	Frequency (%)
1920	11459	16.7%
1280	11451	16.6%
640	11460	16.7%
480	11467	16.7%
320	11473	16.7%
176	11474	16.7%

o_height
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	503.8255408
Minimum	144
Maximum	1080
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	144
5-th percentile	144
Q1	240
median	360
Q3	720
95-th percentile	1080
Maximum	1080
Range	936
Interquartile range (IQR)	480

Descriptive statistics

Standard deviation	315.9704381
Coefficient of variation (CV)	0.6271425573
Kurtosis	-0.7526445433
Mean	503.8255408
Median Absolute Deviation (MAD)	120
Skewness	0.7042375416
Sum	34655136
Variance	99837.31775
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
144	11474	16.7%
240	11473	16.7%
360	11467	16.7%
480	11460	16.7%
1080	11459	16.7%
720	11451	16.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
144	11474	16.7%
240	11473	16.7%
360	11467	16.7%
480	11460	16.7%
720	11451	16.6%
1080	11459	16.7%

Value	Count	Frequency (%)
1080	11459	16.7%
720	11451	16.6%
480	11460	16.7%
360	11467	16.7%
240	11473	16.7%
144	11474	16.7%

umem
Real number (ℝ_≥0)

Distinct	9395
Distinct (%)	13.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	228224.7179
Minimum	22508
Maximum	711824
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	22508
5-th percentile	132192
Q1	216820
median	219480
Q3	219656
95-th percentile	330259.4
Maximum	711824
Range	689316
Interquartile range (IQR)	2836

Descriptive statistics

Standard deviation	97430.87837
Coefficient of variation (CV)	0.4269076517
Kurtosis	12.23992984
Mean	228224.7179
Median Absolute Deviation (MAD)	1680
Skewness	3.210103971
Sum	1.5698209 × 10¹⁰
Variance	9492776061
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
219480	12746	18.5%
216820	6862	10.0%
219656	5579	8.1%
221160	4875	7.1%
221152	3813	5.5%
218932	3454	5.0%
165700	2693	3.9%
217080	2080	3.0%
219464	1445	2.1%
218664	1086	1.6%
Other values (9385)	24151	35.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22508	1	< 0.1%
22604	1	< 0.1%
23132	2	< 0.1%
23348	1	< 0.1%
23668	1	< 0.1%
23868	1	< 0.1%
23932	1	< 0.1%
24456	1	< 0.1%
24632	1	< 0.1%
24928	1	< 0.1%

Value	Count	Frequency (%)
711824	1	< 0.1%
711664	1	< 0.1%
711424	1	< 0.1%
711072	1	< 0.1%
710900	1	< 0.1%
710884	1	< 0.1%
710576	1	< 0.1%
710556	1	< 0.1%
710348	1	< 0.1%
710076	1	< 0.1%

utime
Real number (ℝ_≥0)

Distinct	10960
Distinct (%)	15.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.996354821
Minimum	0.184
Maximum	224.574
Zeros	0
Zeros (%)	0.0%
Memory size	537.5 KiB

Quantile statistics

Minimum	0.184
5-th percentile	0.72
Q1	2.096
median	4.408
Q3	10.433
95-th percentile	39.3454
Maximum	224.574
Range	224.39
Interquartile range (IQR)	8.337

Descriptive statistics

Standard deviation	16.1074286
Coefficient of variation (CV)	1.611330218
Kurtosis	25.39045693
Mean	9.996354821
Median Absolute Deviation (MAD)	2.968
Skewness	4.245501978
Sum	687589.27
Variance	259.4492559
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.964	65	0.1%
1.24	65	0.1%
1.244	65	0.1%
1.288	62	0.1%
1.26	61	0.1%
0.968	58	0.1%
0.988	57	0.1%
0.672	56	0.1%
1.232	55	0.1%
1.056	55	0.1%
Other values (10950)	68185	99.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.184	1	< 0.1%
0.252	1	< 0.1%
0.256	2	< 0.1%
0.26	3	< 0.1%
0.264	5	< 0.1%
0.268	10	< 0.1%
0.272	18	< 0.1%
0.276	16	< 0.1%
0.28	30	< 0.1%
0.284	25	< 0.1%

Value	Count	Frequency (%)
224.574	1	< 0.1%
214.481	1	< 0.1%
203.781	1	< 0.1%
198.26	1	< 0.1%
194.96	1	< 0.1%
192.264	1	< 0.1%
190.296	1	< 0.1%
189.5	1	< 0.1%
187.14	1	< 0.1%
183.363	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	id	duration	codec	width	height	bitrate	framerate	i	p	frames	i_size	p_size	size	o_codec	o_bitrate	o_framerate	o_width	o_height	umem	utime
0	04t6-jw9czg	130.35667	mpeg4	176	144	54590	12.0	27	1537	1564	64483	825054	889537	mpeg4	56000	12.0	176	144	22508	0.612
1	04t6-jw9czg	130.35667	mpeg4	176	144	54590	12.0	27	1537	1564	64483	825054	889537	mpeg4	56000	12.0	320	240	25164	0.980
2	04t6-jw9czg	130.35667	mpeg4	176	144	54590	12.0	27	1537	1564	64483	825054	889537	mpeg4	56000	12.0	480	360	29228	1.216
3	04t6-jw9czg	130.35667	mpeg4	176	144	54590	12.0	27	1537	1564	64483	825054	889537	mpeg4	56000	12.0	640	480	34316	1.692
4	04t6-jw9czg	130.35667	mpeg4	176	144	54590	12.0	27	1537	1564	64483	825054	889537	mpeg4	56000	12.0	1280	720	58528	3.456
5	04t6-jw9czg	130.35667	mpeg4	176	144	54590	12.0	27	1537	1564	64483	825054	889537	mpeg4	56000	12.0	1920	1080	102072	6.320
6	04t6-jw9czg	130.35667	mpeg4	176	144	54590	12.0	27	1537	1564	64483	825054	889537	mpeg4	56000	15.0	176	144	23132	0.728
7	04t6-jw9czg	130.35667	mpeg4	176	144	54590	12.0	27	1537	1564	64483	825054	889537	mpeg4	56000	15.0	320	240	25164	0.944
8	04t6-jw9czg	130.35667	mpeg4	176	144	54590	12.0	27	1537	1564	64483	825054	889537	mpeg4	56000	15.0	480	360	29236	1.476
9	04t6-jw9czg	130.35667	mpeg4	176	144	54590	12.0	27	1537	1564	64483	825054	889537	mpeg4	56000	15.0	640	480	34312	1.964

Last rows

	id	duration	codec	width	height	bitrate	framerate	i	p	frames	i_size	p_size	size	o_codec	o_bitrate	o_framerate	o_width	o_height	umem	utime
68774	zTW-C8JRdVA	376.44168	mpeg4	176	144	56093	12.000000	76	4441	4517	430710	2208763	2639473	vp8	56000	12.00	1280	720	88156	7.420
68775	zu8f-JRkS-w	77.36000	h264	640	480	800750	25.000000	40	1894	1934	734147	7009106	7743253	mpeg4	242000	24.00	1920	1080	118600	15.781
68776	ZvgM-o1AdQY	418.72000	flv	320	240	275496	25.000000	224	10245	10469	1817504	12601985	14419489	h264	242000	15.00	1280	720	307112	22.385
68777	ZV-n-6QtlCY	128.06100	flv	320	240	257217	29.000000	66	3773	3839	743566	3373880	4117446	h264	5000000	12.00	176	144	88444	2.840
68778	zVPS-xZhPwE	198.15700	h264	640	480	1153231	29.000000	106	5729	5835	1678478	26886625	28565103	vp8	820000	15.00	640	480	88444	8.957
68779	ZWEN-71BqPs	972.27100	h264	480	360	278822	29.000000	560	28580	29140	7324628	26561730	33886358	flv	242000	24.00	640	480	88692	1.552
68780	zWQN-bqqg0o	129.88100	vp8	640	480	639331	30.162790	36	3855	3891	875784	9503846	10379630	mpeg4	539000	29.97	1920	1080	107524	18.557
68781	zX17-vi0sqQ	249.68000	vp8	320	240	359345	25.068274	129	6113	6242	1758664	9456514	11215178	flv	539000	12.00	176	144	88708	0.752
68782	zyiT-TzxIpk	183.62334	h264	1280	720	2847539	29.000000	98	5405	5503	5246294	60113035	65359329	mpeg4	539000	12.00	320	240	88724	5.444
68783	zZKo-QsY86U	294.61334	mpeg4	176	144	55242	12.000000	61	3474	3535	84002	1950409	2034411	h264	820000	24.00	176	144	88736	3.076

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows